ResearchBenchmarksCode Generation on HumanEval (Score and Step metrics)Follow43.29ScoreAHD36.32238.13139.9441.749Apr 10, 2026Evaluation ResultsMethodMethodLinksScoreStepAHDDecoding Strategy=AHDDecoding Strategy=AHD2026.0443.2977.24Fast-dLLMDecoding Strategy=Fast...Decoding Strategy=Fast-dLLM2026.0441.4678.36VanillaDecoding Strategy=VanillaDecoding Strategy=Vanilla2026.0440.85256KLASSDecoding Strategy=KLASSDecoding Strategy=KLASS2026.0440.85131.48PC-samplerDecoding Strategy=PC-s...Decoding Strategy=PC-sampler2026.0440.24256SaberDecoding Strategy=SaberDecoding Strategy=Saber2026.0436.5982.83